Total 2 english language instructor job vacancies in Engineering category in Singapore

Job Responsibilities:

• Responsible for research and development on the algorithm for Large Vision-Language Generation Models in the multimedia field, make breakthroughs in key algorithm technologies, such as controllable image generation, fine-grained generation content control, text-to-image generation, text-to-video generation, image editing, object addition & removal & alteration in images, etc.

• Actively explore the latest technologies in large vision-language model, deeply understand the technological development trends in the multimedia field such as multimodal large model generation and editing, as well as industries like mobile phone / autonomous driving, to incubate new products and features.

• Collaborate with relevant product teams to ensure the smooth delivery of related products.

Job Requirements:

• Master's degree or above in Computer Science, Artificial Intelligence, or related engineering fields (Ph.D. preferred).

• Strong background in large vision-language model, AIGC, image processing, and machine learning technologies, with 1-5 years of relevant industry experience. Priority will be given to those who have published papers in relevant academic conferences and journals as the first author, such as CVPR, ICCV, ECCV, NeurIPS, AAAI, ACMMM, ACL, ICLR, ACL, etc.

• Excellent algorithm and deep learning model development skills, proficient in Python/C++ and relevant AI development frameworks such as TensorFlow/PyTorch.

• Experience in image/video processing algorithms or the development of image processing chips.

• Broad vision, able to stay informed about the current status and trends in academia and industry.

• Strong independent thinking ability and teamwork spirit.

Interested candidate who wish to apply for this position, please click on APPLY NOW

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Job Description

AI Singapore (AISG) is a national AI programme launched by the National Research Foundation (NRF) to anchor deep national capabilities in Artificial Intelligence (AI).

The programme office is hosted by the National University of Singapore (NUS) and brings together all Singapore-based research institutions and the vibrant ecosystem of AI start-ups and companies developing AI products to perform use-inspired research, grow the knowledge, create the tools, and develop the talent to power Singapore's AI efforts.

We are looking for a Senior AI Engineer to join AI Singapore to lead the evaluation efforts in the Applied Research for Foundation Models team in AI Products.

Duties and Responsibilities

• Support the development of NLP products for Southeast Asian languages, with a focus on foundation models and linguistically-motivated approaches.
• Aid efforts on the fine-tuning, alignment and reasoning of large language models, including research, experimentation, implementation and data creation where applicable.
• Keep abreast of latest developments in NLP for low-resource languages, evaluation approaches etc.
• Collaborate with various parties both within and outside of Singapore on research and software development

Qualifications

• Masters or Ph.D. in Computer Science, Machine Learning, AI, Statistics, Mathematics, Engineering or Computational Linguistics
• Background in Linguistics is highly preferred
• Competency in a Southeast Asian language, or knowledge of multiple languages is strongly preferred
• Familiar with modern NLP models, including transformer architectures and large language models
• Familiar with fine-tuning and alignment techniques related to chain-of-thought generation and reasoning in LLMs
• Familiar with NLP evaluation methods and metrics
• Experienced in NLP model implementations based on PyTorch or Tensorflow/Keras, with some exposure to the setting up of end-to-end pipelines from data preparation to deployment
• Fluent in Python, but other languages such as Java, C++ or Javascript will be a bonus
• Have a good grasp of the fundamentals of Machine Learning
• Knowledge and experience in Software Engineering will be beneficial (e.g. Agile framework, Frontend/Backend development, Git)
• Some knowledge of DevOps (Docker, Kubernetes, CI/CD) will be a plus
• Team player with good communication skills and passion for technology